Overview
Brought to you by YData
Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 10 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.6 KiB |
| Average record size in memory | 160.0 B |
Variable types
| TimeSeries | 17 |
|---|---|
| Numeric | 2 |
Timeseries statistics
| Number of series | 17 |
|---|---|
| Time series length | 10 |
| Starting point | 1746613860000 |
| Ending point | 1746614400000 |
| Period | 60000 |
close is highly overall correlated with high and 17 other fields | High correlation |
high is highly overall correlated with close and 17 other fields | High correlation |
low is highly overall correlated with close and 17 other fields | High correlation |
macd_7 is highly overall correlated with close and 16 other fields | High correlation |
macdhist_7 is highly overall correlated with close and 16 other fields | High correlation |
macdsignal_7 is highly overall correlated with close and 16 other fields | High correlation |
obv_7 is highly overall correlated with close and 16 other fields | High correlation |
open is highly overall correlated with close and 17 other fields | High correlation |
rsi_14 is highly overall correlated with close and 17 other fields | High correlation |
rsi_21 is highly overall correlated with close and 17 other fields | High correlation |
rsi_60 is highly overall correlated with close and 16 other fields | High correlation |
rsi_7 is highly overall correlated with close and 16 other fields | High correlation |
sma_14 is highly overall correlated with close and 16 other fields | High correlation |
sma_21 is highly overall correlated with close and 16 other fields | High correlation |
sma_60 is highly overall correlated with close and 16 other fields | High correlation |
sma_7 is highly overall correlated with close and 5 other fields | High correlation |
target is highly overall correlated with close and 16 other fields | High correlation |
volume is highly overall correlated with close and 16 other fields | High correlation |
window_start_ms is highly overall correlated with close and 16 other fields | High correlation |
window_start_ms is non stationary | Non stationary |
low is non stationary | Non stationary |
sma_7 is non stationary | Non stationary |
sma_14 is non stationary | Non stationary |
sma_21 is non stationary | Non stationary |
sma_60 is non stationary | Non stationary |
rsi_21 is non stationary | Non stationary |
rsi_60 is non stationary | Non stationary |
macd_7 is non stationary | Non stationary |
macdsignal_7 is non stationary | Non stationary |
macdhist_7 is non stationary | Non stationary |
window_start_ms is uniformly distributed | Uniform |
window_start_ms has unique values | Unique |
volume has unique values | Unique |
sma_7 has unique values | Unique |
sma_14 has unique values | Unique |
sma_21 has unique values | Unique |
sma_60 has unique values | Unique |
macd_7 has unique values | Unique |
macdsignal_7 has unique values | Unique |
macdhist_7 has unique values | Unique |
obv_7 has unique values | Unique |
Reproduction
| Analysis started | 2025-05-17 10:30:36.508237 |
|---|---|
| Analysis finished | 2025-05-17 10:30:43.964032 |
| Duration | 7.46 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
window_start_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7466141 × 1012 |
|---|---|
| Minimum | 1.7466139 × 1012 |
| Maximum | 1.7466144 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 1.7466139 × 1012 |
|---|---|
| 5-th percentile | 1.7466139 × 1012 |
| Q1 | 1.746614 × 1012 |
| median | 1.7466141 × 1012 |
| Q3 | 1.7466143 × 1012 |
| 95-th percentile | 1.7466144 × 1012 |
| Maximum | 1.7466144 × 1012 |
| Range | 540000 |
| Interquartile range (IQR) | 270000 |
Descriptive statistics
| Standard deviation | 181659.02 |
|---|---|
| Coefficient of variation (CV) | 1.0400638 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7466141 × 1012 |
| Median Absolute Deviation (MAD) | 150000 |
| Skewness | 0 |
| Sum | 1.7466141 × 1013 |
| Variance | 3.3 × 1010 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585321277 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.74661386 × 1012 | 1 | |
| 1.74661392 × 1012 | 1 | |
| 1.74661398 × 1012 | 1 | |
| 1.74661404 × 1012 | 1 | |
| 1.7466141 × 1012 | 1 | |
| 1.74661416 × 1012 | 1 | |
| 1.74661422 × 1012 | 1 | |
| 1.74661428 × 1012 | 1 | |
| 1.74661434 × 1012 | 1 | |
| 1.7466144 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.74661386 × 1012 | 1 | |
| 1.74661392 × 1012 | 1 | |
| 1.74661398 × 1012 | 1 | |
| 1.74661404 × 1012 | 1 | |
| 1.7466141 × 1012 | 1 | |
| 1.74661416 × 1012 | 1 | |
| 1.74661422 × 1012 | 1 | |
| 1.74661428 × 1012 | 1 | |
| 1.74661434 × 1012 | 1 | |
| 1.7466144 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.7466144 × 1012 | 1 | |
| 1.74661434 × 1012 | 1 | |
| 1.74661428 × 1012 | 1 | |
| 1.74661422 × 1012 | 1 | |
| 1.74661416 × 1012 | 1 | |
| 1.7466141 × 1012 | 1 | |
| 1.74661404 × 1012 | 1 | |
| 1.74661398 × 1012 | 1 | |
| 1.74661392 × 1012 | 1 | |
| 1.74661386 × 1012 | 1 |
ACF and PACF
open
Numeric time series
High correlation
| Distinct | 7 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96893.38 |
|---|---|
| Minimum | 96880 |
| Maximum | 96939.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 96880 |
|---|---|
| 5-th percentile | 96880.045 |
| Q1 | 96880.1 |
| median | 96881.6 |
| Q3 | 96898.725 |
| 95-th percentile | 96932.42 |
| Maximum | 96939.8 |
| Range | 59.8 |
| Interquartile range (IQR) | 18.625 |
Descriptive statistics
| Standard deviation | 21.75739 |
|---|---|
| Coefficient of variation (CV) | 0.0002245498 |
| Kurtosis | 1.1596249 |
| Mean | 96893.38 |
| Median Absolute Deviation (MAD) | 1.55 |
| Skewness | 1.5418615 |
| Sum | 968933.8 |
| Variance | 473.384 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 4.577945947 × 10-11 |
Histogram with fixed size bins (bins=7)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 96880.1 | 4 | |
| 96880 | 1 | 10.0% |
| 96883.1 | 1 | 10.0% |
| 96883.2 | 1 | 10.0% |
| 96903.9 | 1 | 10.0% |
| 96923.4 | 1 | 10.0% |
| 96939.8 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 96880 | 1 | 10.0% |
| 96880.1 | 4 | |
| 96883.1 | 1 | 10.0% |
| 96883.2 | 1 | 10.0% |
| 96903.9 | 1 | 10.0% |
| 96923.4 | 1 | 10.0% |
| 96939.8 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 96939.8 | 1 | 10.0% |
| 96923.4 | 1 | 10.0% |
| 96903.9 | 1 | 10.0% |
| 96883.2 | 1 | 10.0% |
| 96883.1 | 1 | 10.0% |
| 96880.1 | 4 | |
| 96880 | 1 | 10.0% |
ACF and PACF
high
Numeric time series
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96899.37 |
|---|---|
| Minimum | 96880.1 |
| Maximum | 96939.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 96880.1 |
|---|---|
| 5-th percentile | 96880.1 |
| Q1 | 96880.1 |
| median | 96883.2 |
| Q3 | 96918.525 |
| 95-th percentile | 96939.8 |
| Maximum | 96939.8 |
| Range | 59.7 |
| Interquartile range (IQR) | 38.425 |
Descriptive statistics
| Standard deviation | 25.550388 |
|---|---|
| Coefficient of variation (CV) | 0.00026367961 |
| Kurtosis | -1.0791886 |
| Mean | 96899.37 |
| Median Absolute Deviation (MAD) | 3.1 |
| Skewness | 0.90814053 |
| Sum | 968993.7 |
| Variance | 652.82233 |
| Monotonicity | Increasing |
| Augmented Dickey-Fuller test p-value | 0.002548912136 |
Histogram with fixed size bins (bins=5)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 96880.1 | 4 | |
| 96883.2 | 2 | |
| 96939.8 | 2 | |
| 96903.9 | 1 | 10.0% |
| 96923.4 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 96880.1 | 4 | |
| 96883.2 | 2 | |
| 96903.9 | 1 | 10.0% |
| 96923.4 | 1 | 10.0% |
| 96939.8 | 2 |
| Value | Count | Frequency (%) |
| 96939.8 | 2 | |
| 96923.4 | 1 | 10.0% |
| 96903.9 | 1 | 10.0% |
| 96883.2 | 2 | |
| 96880.1 | 4 |
ACF and PACF
low
Numeric time series
High correlation Non stationary
| Distinct | 8 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96893.18 |
|---|---|
| Minimum | 96878.5 |
| Maximum | 96939.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 96878.5 |
|---|---|
| 5-th percentile | 96879.175 |
| Q1 | 96880 |
| median | 96881.6 |
| Q3 | 96898.725 |
| 95-th percentile | 96932.32 |
| Maximum | 96939.7 |
| Range | 61.2 |
| Interquartile range (IQR) | 18.725 |
Descriptive statistics
| Standard deviation | 21.845864 |
|---|---|
| Coefficient of variation (CV) | 0.00022546338 |
| Kurtosis | 1.1286672 |
| Mean | 96893.18 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 1.5312429 |
| Sum | 968931.8 |
| Variance | 477.24178 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9989875443 |
Histogram with fixed size bins (bins=8)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 96880 | 3 | |
| 96878.5 | 1 | 10.0% |
| 96880.1 | 1 | 10.0% |
| 96883.1 | 1 | 10.0% |
| 96883.2 | 1 | 10.0% |
| 96903.9 | 1 | 10.0% |
| 96923.3 | 1 | 10.0% |
| 96939.7 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 96878.5 | 1 | 10.0% |
| 96880 | 3 | |
| 96880.1 | 1 | 10.0% |
| 96883.1 | 1 | 10.0% |
| 96883.2 | 1 | 10.0% |
| 96903.9 | 1 | 10.0% |
| 96923.3 | 1 | 10.0% |
| 96939.7 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 96939.7 | 1 | 10.0% |
| 96923.3 | 1 | 10.0% |
| 96903.9 | 1 | 10.0% |
| 96883.2 | 1 | 10.0% |
| 96883.1 | 1 | 10.0% |
| 96880.1 | 1 | 10.0% |
| 96880 | 3 | |
| 96878.5 | 1 | 10.0% |
ACF and PACF
close
Numeric time series
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | 60.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96899.33 |
|---|---|
| Minimum | 96880 |
| Maximum | 96939.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 96880 |
|---|---|
| 5-th percentile | 96880.045 |
| Q1 | 96880.1 |
| median | 96883.2 |
| Q3 | 96918.45 |
| 95-th percentile | 96939.7 |
| Maximum | 96939.7 |
| Range | 59.7 |
| Interquartile range (IQR) | 38.35 |
Descriptive statistics
| Standard deviation | 25.51318 |
|---|---|
| Coefficient of variation (CV) | 0.00026329573 |
| Kurtosis | -1.0797033 |
| Mean | 96899.33 |
| Median Absolute Deviation (MAD) | 3.15 |
| Skewness | 0.90743772 |
| Sum | 968993.3 |
| Variance | 650.92233 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 8.583898132 × 10-5 |
Histogram with fixed size bins (bins=6)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 96880.1 | 3 | |
| 96883.2 | 2 | |
| 96939.7 | 2 | |
| 96880 | 1 | 10.0% |
| 96903.9 | 1 | 10.0% |
| 96923.3 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 96880 | 1 | 10.0% |
| 96880.1 | 3 | |
| 96883.2 | 2 | |
| 96903.9 | 1 | 10.0% |
| 96923.3 | 1 | 10.0% |
| 96939.7 | 2 |
| Value | Count | Frequency (%) |
| 96939.7 | 2 | |
| 96923.3 | 1 | 10.0% |
| 96903.9 | 1 | 10.0% |
| 96883.2 | 2 | |
| 96880.1 | 3 | |
| 96880 | 1 | 10.0% |
ACF and PACF
target
Numeric time series
High correlation
| Distinct | 8 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96945.81 |
|---|---|
| Minimum | 96883.2 |
| Maximum | 97000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 96883.2 |
|---|---|
| 5-th percentile | 96892.515 |
| Q1 | 96927.4 |
| median | 96939.7 |
| Q3 | 96973.025 |
| 95-th percentile | 96999.955 |
| Maximum | 97000 |
| Range | 116.8 |
| Interquartile range (IQR) | 45.625 |
Descriptive statistics
| Standard deviation | 38.65366 |
|---|---|
| Coefficient of variation (CV) | 0.00039871409 |
| Kurtosis | -0.66758762 |
| Mean | 96945.81 |
| Median Absolute Deviation (MAD) | 26.1 |
| Skewness | 0.078113558 |
| Sum | 969458.1 |
| Variance | 1494.1054 |
| Monotonicity | Increasing |
| Augmented Dickey-Fuller test p-value | 0.003576852088 |
Histogram with fixed size bins (bins=8)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 96939.7 | 3 | |
| 96883.2 | 1 | 10.0% |
| 96903.9 | 1 | 10.0% |
| 96923.3 | 1 | 10.0% |
| 96947 | 1 | 10.0% |
| 96981.7 | 1 | 10.0% |
| 96999.9 | 1 | 10.0% |
| 97000 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 96883.2 | 1 | 10.0% |
| 96903.9 | 1 | 10.0% |
| 96923.3 | 1 | 10.0% |
| 96939.7 | 3 | |
| 96947 | 1 | 10.0% |
| 96981.7 | 1 | 10.0% |
| 96999.9 | 1 | 10.0% |
| 97000 | 1 | 10.0% |
| Value | Count | Frequency (%) |
| 97000 | 1 | 10.0% |
| 96999.9 | 1 | 10.0% |
| 96981.7 | 1 | 10.0% |
| 96947 | 1 | 10.0% |
| 96939.7 | 3 | |
| 96923.3 | 1 | 10.0% |
| 96903.9 | 1 | 10.0% |
| 96883.2 | 1 | 10.0% |
ACF and PACF
volume
Real number (ℝ)
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.098294804 |
| Minimum | 0.00783549 |
|---|---|
| Maximum | 0.37573108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.00783549 |
|---|---|
| 5-th percentile | 0.0081325125 |
| Q1 | 0.028950188 |
| median | 0.068569965 |
| Q3 | 0.10971722 |
| 95-th percentile | 0.28795351 |
| Maximum | 0.37573108 |
| Range | 0.36789559 |
| Interquartile range (IQR) | 0.080767033 |
Descriptive statistics
| Standard deviation | 0.11123781 |
|---|---|
| Coefficient of variation (CV) | 1.1316754 |
| Kurtosis | 4.4234886 |
| Mean | 0.098294804 |
| Median Absolute Deviation (MAD) | 0.04675448 |
| Skewness | 1.9950537 |
| Sum | 0.98294804 |
| Variance | 0.01237385 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0.08741036 | 1 | |
| 0.18066981 | 1 | |
| 0.37573108 | 1 | |
| 0.04995502 | 1 | |
| 0.11715284 | 1 | |
| 0.00849554 | 1 | |
| 0.08718491 | 1 | |
| 0.04486911 | 1 | |
| 0.02364388 | 1 | |
| 0.00783549 | 1 |
| Value | Count | Frequency (%) |
| 0.00783549 | 1 | |
| 0.00849554 | 1 | |
| 0.02364388 | 1 | |
| 0.04486911 | 1 | |
| 0.04995502 | 1 | |
| 0.08718491 | 1 | |
| 0.08741036 | 1 | |
| 0.11715284 | 1 | |
| 0.18066981 | 1 | |
| 0.37573108 | 1 |
| Value | Count | Frequency (%) |
| 0.37573108 | 1 | |
| 0.18066981 | 1 | |
| 0.11715284 | 1 | |
| 0.08741036 | 1 | |
| 0.08718491 | 1 | |
| 0.04995502 | 1 | |
| 0.04486911 | 1 | |
| 0.02364388 | 1 | |
| 0.00849554 | 1 | |
| 0.00783549 | 1 |
sma_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96888.921 |
|---|---|
| Minimum | 96880.114 |
| Maximum | 96907.571 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 96880.114 |
|---|---|
| 5-th percentile | 96880.307 |
| Q1 | 96881.618 |
| median | 96886.336 |
| Q3 | 96893.254 |
| 95-th percentile | 96903.74 |
| Maximum | 96907.571 |
| Range | 27.457143 |
| Interquartile range (IQR) | 11.635714 |
Descriptive statistics
| Standard deviation | 9.0749918 |
|---|---|
| Coefficient of variation (CV) | 9.3663875 × 10-5 |
| Kurtosis | 0.43906994 |
| Mean | 96888.921 |
| Median Absolute Deviation (MAD) | 5.5857143 |
| Skewness | 1.0507763 |
| Sum | 968889.21 |
| Variance | 82.355476 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9149475176 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 96894.15714 | 1 | |
| 96888.3 | 1 | |
| 96883.6 | 1 | |
| 96880.11429 | 1 | |
| 96880.54286 | 1 | |
| 96880.95714 | 1 | |
| 96884.37143 | 1 | |
| 96890.54286 | 1 | |
| 96899.05714 | 1 | |
| 96907.57143 | 1 |
| Value | Count | Frequency (%) |
| 96880.11429 | 1 | |
| 96880.54286 | 1 | |
| 96880.95714 | 1 | |
| 96883.6 | 1 | |
| 96884.37143 | 1 | |
| 96888.3 | 1 | |
| 96890.54286 | 1 | |
| 96894.15714 | 1 | |
| 96899.05714 | 1 | |
| 96907.57143 | 1 |
| Value | Count | Frequency (%) |
| 96907.57143 | 1 | |
| 96899.05714 | 1 | |
| 96894.15714 | 1 | |
| 96890.54286 | 1 | |
| 96888.3 | 1 | |
| 96884.37143 | 1 | |
| 96883.6 | 1 | |
| 96880.95714 | 1 | |
| 96880.54286 | 1 | |
| 96880.11429 | 1 |
ACF and PACF
sma_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96897.539 |
|---|---|
| Minimum | 96892.193 |
| Maximum | 96907.364 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 96892.193 |
|---|---|
| 5-th percentile | 96892.264 |
| Q1 | 96893.48 |
| median | 96895.825 |
| Q3 | 96900.868 |
| 95-th percentile | 96906.05 |
| Maximum | 96907.364 |
| Range | 15.171429 |
| Interquartile range (IQR) | 7.3875 |
Descriptive statistics
| Standard deviation | 5.326766 |
|---|---|
| Coefficient of variation (CV) | 5.4973181 × 10-5 |
| Kurtosis | -0.56229917 |
| Mean | 96897.539 |
| Median Absolute Deviation (MAD) | 3.1821429 |
| Skewness | 0.84020915 |
| Sum | 968975.39 |
| Variance | 28.374436 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.0846827547 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 96907.36429 | 1 | |
| 96904.44286 | 1 | |
| 96901.58571 | 1 | |
| 96898.71429 | 1 | |
| 96896.06429 | 1 | |
| 96893.41429 | 1 | |
| 96892.19286 | 1 | |
| 96892.35 | 1 | |
| 96893.67857 | 1 | |
| 96895.58571 | 1 |
| Value | Count | Frequency (%) |
| 96892.19286 | 1 | |
| 96892.35 | 1 | |
| 96893.41429 | 1 | |
| 96893.67857 | 1 | |
| 96895.58571 | 1 | |
| 96896.06429 | 1 | |
| 96898.71429 | 1 | |
| 96901.58571 | 1 | |
| 96904.44286 | 1 | |
| 96907.36429 | 1 |
| Value | Count | Frequency (%) |
| 96907.36429 | 1 | |
| 96904.44286 | 1 | |
| 96901.58571 | 1 | |
| 96898.71429 | 1 | |
| 96896.06429 | 1 | |
| 96895.58571 | 1 | |
| 96893.67857 | 1 | |
| 96893.41429 | 1 | |
| 96892.35 | 1 | |
| 96892.19286 | 1 |
ACF and PACF
sma_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96905.378 |
|---|---|
| Minimum | 96901.648 |
| Maximum | 96912.31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 96901.648 |
|---|---|
| 5-th percentile | 96901.697 |
| Q1 | 96902.508 |
| median | 96904.014 |
| Q3 | 96907.808 |
| 95-th percentile | 96911.41 |
| Maximum | 96912.31 |
| Range | 10.661905 |
| Interquartile range (IQR) | 5.3 |
Descriptive statistics
| Standard deviation | 3.7844506 |
|---|---|
| Coefficient of variation (CV) | 3.905305 × 10-5 |
| Kurtosis | -0.63694238 |
| Mean | 96905.378 |
| Median Absolute Deviation (MAD) | 2.2738095 |
| Skewness | 0.84038584 |
| Sum | 969053.78 |
| Variance | 14.322066 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.116997354 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 96912.30952 | 1 | |
| 96910.30952 | 1 | |
| 96908.30952 | 1 | |
| 96906.30476 | 1 | |
| 96904.44762 | 1 | |
| 96902.4619 | 1 | |
| 96901.64762 | 1 | |
| 96901.75714 | 1 | |
| 96902.64762 | 1 | |
| 96903.58095 | 1 |
| Value | Count | Frequency (%) |
| 96901.64762 | 1 | |
| 96901.75714 | 1 | |
| 96902.4619 | 1 | |
| 96902.64762 | 1 | |
| 96903.58095 | 1 | |
| 96904.44762 | 1 | |
| 96906.30476 | 1 | |
| 96908.30952 | 1 | |
| 96910.30952 | 1 | |
| 96912.30952 | 1 |
| Value | Count | Frequency (%) |
| 96912.30952 | 1 | |
| 96910.30952 | 1 | |
| 96908.30952 | 1 | |
| 96906.30476 | 1 | |
| 96904.44762 | 1 | |
| 96903.58095 | 1 | |
| 96902.64762 | 1 | |
| 96902.4619 | 1 | |
| 96901.75714 | 1 | |
| 96901.64762 | 1 |
ACF and PACF
sma_60
Numeric time series
High correlation Non stationary Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96932.556 |
|---|---|
| Minimum | 96931.712 |
| Maximum | 96935.07 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 96931.712 |
|---|---|
| 5-th percentile | 96931.712 |
| Q1 | 96931.769 |
| median | 96931.954 |
| Q3 | 96932.91 |
| 95-th percentile | 96934.625 |
| Maximum | 96935.07 |
| Range | 3.3583333 |
| Interquartile range (IQR) | 1.14125 |
Descriptive statistics
| Standard deviation | 1.1664151 |
|---|---|
| Coefficient of variation (CV) | 1.2033265 × 10-5 |
| Kurtosis | 1.2471571 |
| Mean | 96932.556 |
| Median Absolute Deviation (MAD) | 0.24166667 |
| Skewness | 1.4944545 |
| Sum | 969325.56 |
| Variance | 1.3605242 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9938476916 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 96931.73167 | 1 | |
| 96931.71167 | 1 | |
| 96931.71333 | 1 | |
| 96931.88167 | 1 | |
| 96931.93 | 1 | |
| 96931.97833 | 1 | |
| 96932.37167 | 1 | |
| 96933.09 | 1 | |
| 96934.08 | 1 | |
| 96935.07 | 1 |
| Value | Count | Frequency (%) |
| 96931.71167 | 1 | |
| 96931.71333 | 1 | |
| 96931.73167 | 1 | |
| 96931.88167 | 1 | |
| 96931.93 | 1 | |
| 96931.97833 | 1 | |
| 96932.37167 | 1 | |
| 96933.09 | 1 | |
| 96934.08 | 1 | |
| 96935.07 | 1 |
| Value | Count | Frequency (%) |
| 96935.07 | 1 | |
| 96934.08 | 1 | |
| 96933.09 | 1 | |
| 96932.37167 | 1 | |
| 96931.97833 | 1 | |
| 96931.93 | 1 | |
| 96931.88167 | 1 | |
| 96931.73167 | 1 | |
| 96931.71333 | 1 | |
| 96931.71167 | 1 |
ACF and PACF
rsi_7
Numeric time series
High correlation
| Distinct | 8 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.005631 |
|---|---|
| Minimum | 0.48309179 |
| Maximum | 99.832776 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.48309179 |
|---|---|
| 5-th percentile | 0.48309179 |
| Q1 | 0.65206335 |
| median | 89.331437 |
| Q3 | 99.723455 |
| 95-th percentile | 99.832776 |
| Maximum | 99.832776 |
| Range | 99.349684 |
| Interquartile range (IQR) | 99.071391 |
Descriptive statistics
| Standard deviation | 49.57544 |
|---|---|
| Coefficient of variation (CV) | 0.85466599 |
| Kurtosis | -2.2602526 |
| Mean | 58.005631 |
| Median Absolute Deviation (MAD) | 10.501339 |
| Skewness | -0.46098522 |
| Sum | 580.05631 |
| Variance | 2457.7243 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0 |
Histogram with fixed size bins (bins=8)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0.4830917875 | 2 | |
| 99.83277592 | 2 | |
| 0.6006006006 | 1 | |
| 0.8064516129 | 1 | |
| 89.47368421 | 1 | |
| 89.18918919 | 1 | |
| 99.58506224 | 1 | |
| 99.76958525 | 1 |
| Value | Count | Frequency (%) |
| 0.4830917875 | 2 | |
| 0.6006006006 | 1 | |
| 0.8064516129 | 1 | |
| 89.18918919 | 1 | |
| 89.47368421 | 1 | |
| 99.58506224 | 1 | |
| 99.76958525 | 1 | |
| 99.83277592 | 2 |
| Value | Count | Frequency (%) |
| 99.83277592 | 2 | |
| 99.76958525 | 1 | |
| 99.58506224 | 1 | |
| 89.47368421 | 1 | |
| 89.18918919 | 1 | |
| 0.8064516129 | 1 | |
| 0.6006006006 | 1 | |
| 0.4830917875 | 2 |
ACF and PACF
rsi_14
Numeric time series
High correlation
| Distinct | 8 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.120167 |
|---|---|
| Minimum | 2.5943396 |
| Maximum | 64.33942 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 2.5943396 |
|---|---|
| 5-th percentile | 2.674 |
| Q1 | 2.7860691 |
| median | 9.2307692 |
| Q3 | 47.709519 |
| 95-th percentile | 62.022056 |
| Maximum | 64.33942 |
| Range | 61.74508 |
| Interquartile range (IQR) | 44.923449 |
Descriptive statistics
| Standard deviation | 25.867448 |
|---|---|
| Coefficient of variation (CV) | 1.0724407 |
| Kurtosis | -1.5920688 |
| Mean | 24.120167 |
| Median Absolute Deviation (MAD) | 6.5479181 |
| Skewness | 0.67954356 |
| Sum | 241.20167 |
| Variance | 669.12486 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 2.089983358 × 10-8 |
Histogram with fixed size bins (bins=8)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2.771362587 | 2 | |
| 9.230769231 | 2 | |
| 2.830188679 | 1 | |
| 2.594339623 | 1 | |
| 36.94656489 | 1 | |
| 51.29716981 | 1 | |
| 59.18972332 | 1 | |
| 64.33941998 | 1 |
| Value | Count | Frequency (%) |
| 2.594339623 | 1 | |
| 2.771362587 | 2 | |
| 2.830188679 | 1 | |
| 9.230769231 | 2 | |
| 36.94656489 | 1 | |
| 51.29716981 | 1 | |
| 59.18972332 | 1 | |
| 64.33941998 | 1 |
| Value | Count | Frequency (%) |
| 64.33941998 | 1 | |
| 59.18972332 | 1 | |
| 51.29716981 | 1 | |
| 36.94656489 | 1 | |
| 9.230769231 | 2 | |
| 2.830188679 | 1 | |
| 2.771362587 | 2 | |
| 2.594339623 | 1 |
ACF and PACF
rsi_21
Numeric time series
High correlation Non stationary
| Distinct | 9 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.652812 |
|---|---|
| Minimum | 7.9840319 |
| Maximum | 59.589041 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 7.9840319 |
|---|---|
| 5-th percentile | 7.9912176 |
| Q1 | 8.1782178 |
| median | 18.275603 |
| Q3 | 47.818732 |
| 95-th percentile | 59.354962 |
| Maximum | 59.589041 |
| Range | 51.605009 |
| Interquartile range (IQR) | 39.640515 |
Descriptive statistics
| Standard deviation | 22.117948 |
|---|---|
| Coefficient of variation (CV) | 0.79984445 |
| Kurtosis | -1.6434241 |
| Mean | 27.652812 |
| Median Absolute Deviation (MAD) | 10.283587 |
| Skewness | 0.57945461 |
| Sum | 276.52812 |
| Variance | 489.20363 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9528473815 |
Histogram with fixed size bins (bins=9)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 8 | 2 | |
| 23.20534224 | 1 | |
| 7.984031936 | 1 | |
| 13.34586466 | 1 | |
| 8.712871287 | 1 | |
| 37.29569094 | 1 | |
| 51.32641292 | 1 | |
| 59.06886518 | 1 | |
| 59.5890411 | 1 |
| Value | Count | Frequency (%) |
| 7.984031936 | 1 | |
| 8 | 2 | |
| 8.712871287 | 1 | |
| 13.34586466 | 1 | |
| 23.20534224 | 1 | |
| 37.29569094 | 1 | |
| 51.32641292 | 1 | |
| 59.06886518 | 1 | |
| 59.5890411 | 1 |
| Value | Count | Frequency (%) |
| 59.5890411 | 1 | |
| 59.06886518 | 1 | |
| 51.32641292 | 1 | |
| 37.29569094 | 1 | |
| 23.20534224 | 1 | |
| 13.34586466 | 1 | |
| 8.712871287 | 1 | |
| 8 | 2 | |
| 7.984031936 | 1 |
ACF and PACF
rsi_60
Numeric time series
High correlation Non stationary
| Distinct | 7 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.110586 |
|---|---|
| Minimum | 49.796334 |
| Maximum | 58.935018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 49.796334 |
|---|---|
| 5-th percentile | 49.796334 |
| Q1 | 50.144079 |
| median | 51.153867 |
| Q3 | 56.107032 |
| 95-th percentile | 58.935018 |
| Maximum | 58.935018 |
| Range | 9.138684 |
| Interquartile range (IQR) | 5.9629539 |
Descriptive statistics
| Standard deviation | 3.7860612 |
|---|---|
| Coefficient of variation (CV) | 0.071286376 |
| Kurtosis | -1.2414321 |
| Mean | 53.110586 |
| Median Absolute Deviation (MAD) | 1.3575333 |
| Skewness | 0.78679952 |
| Sum | 531.10586 |
| Variance | 14.33426 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9706837178 |
Histogram with fixed size bins (bins=7)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 49.79633401 | 2 | |
| 50.52517204 | 2 | |
| 58.93501805 | 2 | |
| 50.01704739 | 1 | |
| 51.78256265 | 1 | |
| 53.97574124 | 1 | |
| 56.81746283 | 1 |
| Value | Count | Frequency (%) |
| 49.79633401 | 2 | |
| 50.01704739 | 1 | |
| 50.52517204 | 2 | |
| 51.78256265 | 1 | |
| 53.97574124 | 1 | |
| 56.81746283 | 1 | |
| 58.93501805 | 2 |
| Value | Count | Frequency (%) |
| 58.93501805 | 2 | |
| 56.81746283 | 1 | |
| 53.97574124 | 1 | |
| 51.78256265 | 1 | |
| 50.52517204 | 2 | |
| 50.01704739 | 1 | |
| 49.79633401 | 2 |
ACF and PACF
macd_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4.8610487 |
|---|---|
| Minimum | -11.432688 |
| Maximum | 8.5155135 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -11.432688 |
|---|---|
| 5-th percentile | -11.310577 |
| Q1 | -10.374604 |
| median | -8.0299392 |
| Q3 | -0.63378847 |
| 95-th percentile | 7.1405147 |
| Maximum | 8.5155135 |
| Range | 19.948201 |
| Interquartile range (IQR) | 9.7408159 |
Descriptive statistics
| Standard deviation | 7.2680113 |
|---|---|
| Coefficient of variation (CV) | -1.4951529 |
| Kurtosis | -0.46499536 |
| Mean | -4.8610487 |
| Median Absolute Deviation (MAD) | 3.26707 |
| Skewness | 0.99137451 |
| Sum | -48.610487 |
| Variance | 52.823988 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 1 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -11.4326876 | 1 | |
| -11.16133084 | 1 | |
| -10.57121436 | 1 | |
| -9.784774258 | 1 | |
| -8.578721208 | 1 | |
| -7.481157234 | 1 | |
| -4.096536272 | 1 | |
| 0.5204607977 | 1 | |
| 5.459960606 | 1 | |
| 8.515513463 | 1 |
| Value | Count | Frequency (%) |
| -11.4326876 | 1 | |
| -11.16133084 | 1 | |
| -10.57121436 | 1 | |
| -9.784774258 | 1 | |
| -8.578721208 | 1 | |
| -7.481157234 | 1 | |
| -4.096536272 | 1 | |
| 0.5204607977 | 1 | |
| 5.459960606 | 1 | |
| 8.515513463 | 1 |
| Value | Count | Frequency (%) |
| 8.515513463 | 1 | |
| 5.459960606 | 1 | |
| 0.5204607977 | 1 | |
| -4.096536272 | 1 | |
| -7.481157234 | 1 | |
| -8.578721208 | 1 | |
| -9.784774258 | 1 | |
| -10.57121436 | 1 | |
| -11.16133084 | 1 | |
| -11.4326876 | 1 |
ACF and PACF
macdsignal_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.193535 |
|---|---|
| Minimum | -8.8551502 |
| Maximum | -2.6352972 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -8.8551502 |
|---|---|
| 5-th percentile | -8.8103971 |
| Q1 | -8.2625735 |
| median | -6.2476621 |
| Q3 | -4.6669828 |
| 95-th percentile | -3.0722477 |
| Maximum | -2.6352972 |
| Range | 6.2198531 |
| Interquartile range (IQR) | 3.5955907 |
Descriptive statistics
| Standard deviation | 2.2187913 |
|---|---|
| Coefficient of variation (CV) | -0.35824313 |
| Kurtosis | -1.2720661 |
| Mean | -6.193535 |
| Median Absolute Deviation (MAD) | 2.0159477 |
| Skewness | 0.22587672 |
| Sum | -61.93535 |
| Variance | 4.923035 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9975141693 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -8.85515024 | 1 | |
| -8.755698735 | 1 | |
| -8.548608698 | 1 | |
| -7.404467978 | 1 | |
| -6.645179228 | 1 | |
| -5.850145047 | 1 | |
| -5.117790941 | 1 | |
| -4.516713391 | 1 | |
| -3.606298267 | 1 | |
| -2.63529717 | 1 |
| Value | Count | Frequency (%) |
| -8.85515024 | 1 | |
| -8.755698735 | 1 | |
| -8.548608698 | 1 | |
| -7.404467978 | 1 | |
| -6.645179228 | 1 | |
| -5.850145047 | 1 | |
| -5.117790941 | 1 | |
| -4.516713391 | 1 | |
| -3.606298267 | 1 | |
| -2.63529717 | 1 |
| Value | Count | Frequency (%) |
| -2.63529717 | 1 | |
| -3.606298267 | 1 | |
| -4.516713391 | 1 | |
| -5.117790941 | 1 | |
| -5.850145047 | 1 | |
| -6.645179228 | 1 | |
| -7.404467978 | 1 | |
| -8.548608698 | 1 | |
| -8.755698735 | 1 | |
| -8.85515024 | 1 |
ACF and PACF
macdhist_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3324863 |
|---|---|
| Minimum | -2.5775374 |
| Maximum | 11.150811 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | -2.5775374 |
|---|---|
| 5-th percentile | -2.50018 |
| Q1 | -2.2908811 |
| median | -1.7822771 |
| Q3 | 4.0331943 |
| 95-th percentile | 10.212762 |
| Maximum | 11.150811 |
| Range | 13.728348 |
| Interquartile range (IQR) | 6.3240754 |
Descriptive statistics
| Standard deviation | 5.2045371 |
|---|---|
| Coefficient of variation (CV) | 3.9058842 |
| Kurtosis | -0.17620605 |
| Mean | 1.3324863 |
| Median Absolute Deviation (MAD) | 0.70930765 |
| Skewness | 1.1802994 |
| Sum | 13.324863 |
| Variance | 27.087206 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5665107231 |
Histogram with fixed size bins (bins=10)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -2.577537358 | 1 | |
| -2.405632108 | 1 | |
| -2.02260566 | 1 | |
| -2.380306281 | 1 | |
| -1.933541979 | 1 | |
| -1.631012187 | 1 | |
| 1.021254668 | 1 | |
| 5.037174189 | 1 | |
| 9.066258873 | 1 | |
| 11.15081063 | 1 |
| Value | Count | Frequency (%) |
| -2.577537358 | 1 | |
| -2.405632108 | 1 | |
| -2.380306281 | 1 | |
| -2.02260566 | 1 | |
| -1.933541979 | 1 | |
| -1.631012187 | 1 | |
| 1.021254668 | 1 | |
| 5.037174189 | 1 | |
| 9.066258873 | 1 | |
| 11.15081063 | 1 |
| Value | Count | Frequency (%) |
| 11.15081063 | 1 | |
| 9.066258873 | 1 | |
| 5.037174189 | 1 | |
| 1.021254668 | 1 | |
| -1.631012187 | 1 | |
| -1.933541979 | 1 | |
| -2.02260566 | 1 | |
| -2.380306281 | 1 | |
| -2.405632108 | 1 | |
| -2.577537358 | 1 |
ACF and PACF
obv_7
Real number (ℝ)
High correlation Unique
| Distinct | 10 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.098294804 |
| Minimum | 0.00783549 |
|---|---|
| Maximum | 0.37573108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 160.0 B |
Quantile statistics
| Minimum | 0.00783549 |
|---|---|
| 5-th percentile | 0.0081325125 |
| Q1 | 0.028950188 |
| median | 0.068569965 |
| Q3 | 0.10971722 |
| 95-th percentile | 0.28795351 |
| Maximum | 0.37573108 |
| Range | 0.36789559 |
| Interquartile range (IQR) | 0.080767033 |
Descriptive statistics
| Standard deviation | 0.11123781 |
|---|---|
| Coefficient of variation (CV) | 1.1316754 |
| Kurtosis | 4.4234886 |
| Mean | 0.098294804 |
| Median Absolute Deviation (MAD) | 0.04675448 |
| Skewness | 1.9950537 |
| Sum | 0.98294804 |
| Variance | 0.01237385 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0.08741036 | 1 | |
| 0.18066981 | 1 | |
| 0.37573108 | 1 | |
| 0.04995502 | 1 | |
| 0.11715284 | 1 | |
| 0.00849554 | 1 | |
| 0.08718491 | 1 | |
| 0.04486911 | 1 | |
| 0.02364388 | 1 | |
| 0.00783549 | 1 |
| Value | Count | Frequency (%) |
| 0.00783549 | 1 | |
| 0.00849554 | 1 | |
| 0.02364388 | 1 | |
| 0.04486911 | 1 | |
| 0.04995502 | 1 | |
| 0.08718491 | 1 | |
| 0.08741036 | 1 | |
| 0.11715284 | 1 | |
| 0.18066981 | 1 | |
| 0.37573108 | 1 |
| Value | Count | Frequency (%) |
| 0.37573108 | 1 | |
| 0.18066981 | 1 | |
| 0.11715284 | 1 | |
| 0.08741036 | 1 | |
| 0.08718491 | 1 | |
| 0.04995502 | 1 | |
| 0.04486911 | 1 | |
| 0.02364388 | 1 | |
| 0.00849554 | 1 | |
| 0.00783549 | 1 |
Interactions
Correlations
| close | high | low | macd_7 | macdhist_7 | macdsignal_7 | obv_7 | open | rsi_14 | rsi_21 | rsi_60 | rsi_7 | sma_14 | sma_21 | sma_60 | sma_7 | target | volume | window_start_ms | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | 0.981 | 0.944 | 0.908 | 0.932 | 0.908 | -0.648 | 0.901 | 0.988 | 0.923 | 0.804 | 0.913 | -0.698 | -0.698 | 0.908 | 0.636 | 0.863 | -0.648 | 0.908 |
| high | 0.981 | 1.000 | 0.975 | 0.963 | 0.963 | 0.963 | -0.730 | 0.935 | 0.969 | 0.890 | 0.896 | 0.969 | -0.749 | -0.749 | 0.963 | 0.554 | 0.937 | -0.730 | 0.963 |
| low | 0.944 | 0.975 | 1.000 | 0.939 | 0.914 | 0.939 | -0.816 | 0.918 | 0.914 | 0.880 | 0.873 | 0.926 | -0.730 | -0.730 | 0.963 | 0.571 | 0.913 | -0.816 | 0.939 |
| macd_7 | 0.908 | 0.963 | 0.939 | 1.000 | 0.988 | 1.000 | -0.782 | 0.938 | 0.921 | 0.766 | 0.954 | 0.982 | -0.794 | -0.794 | 0.964 | 0.406 | 0.988 | -0.782 | 1.000 |
| macdhist_7 | 0.932 | 0.963 | 0.914 | 0.988 | 1.000 | 0.988 | -0.721 | 0.938 | 0.957 | 0.784 | 0.917 | 0.970 | -0.782 | -0.782 | 0.939 | 0.442 | 0.963 | -0.721 | 0.988 |
| macdsignal_7 | 0.908 | 0.963 | 0.939 | 1.000 | 0.988 | 1.000 | -0.782 | 0.938 | 0.921 | 0.766 | 0.954 | 0.982 | -0.794 | -0.794 | 0.964 | 0.406 | 0.988 | -0.782 | 1.000 |
| obv_7 | -0.648 | -0.730 | -0.816 | -0.782 | -0.721 | -0.782 | 1.000 | -0.819 | -0.628 | -0.596 | -0.752 | -0.713 | 0.588 | 0.588 | -0.842 | -0.370 | -0.755 | 1.000 | -0.782 |
| open | 0.901 | 0.935 | 0.918 | 0.938 | 0.938 | 0.938 | -0.819 | 1.000 | 0.912 | 0.862 | 0.909 | 0.922 | -0.725 | -0.725 | 0.969 | 0.575 | 0.918 | -0.819 | 0.938 |
| rsi_14 | 0.988 | 0.969 | 0.914 | 0.921 | 0.957 | 0.921 | -0.628 | 0.912 | 1.000 | 0.896 | 0.812 | 0.920 | -0.701 | -0.701 | 0.902 | 0.598 | 0.877 | -0.628 | 0.921 |
| rsi_21 | 0.923 | 0.890 | 0.880 | 0.766 | 0.784 | 0.766 | -0.596 | 0.862 | 0.896 | 1.000 | 0.709 | 0.798 | -0.511 | -0.511 | 0.851 | 0.796 | 0.738 | -0.596 | 0.766 |
| rsi_60 | 0.804 | 0.896 | 0.873 | 0.954 | 0.917 | 0.954 | -0.752 | 0.909 | 0.812 | 0.709 | 1.000 | 0.960 | -0.722 | -0.722 | 0.936 | 0.373 | 0.985 | -0.752 | 0.954 |
| rsi_7 | 0.913 | 0.969 | 0.926 | 0.982 | 0.970 | 0.982 | -0.713 | 0.922 | 0.920 | 0.798 | 0.960 | 1.000 | -0.762 | -0.762 | 0.963 | 0.402 | 0.982 | -0.713 | 0.982 |
| sma_14 | -0.698 | -0.749 | -0.730 | -0.794 | -0.782 | -0.794 | 0.588 | -0.725 | -0.701 | -0.511 | -0.722 | -0.762 | 1.000 | 1.000 | -0.758 | -0.042 | -0.755 | 0.588 | -0.794 |
| sma_21 | -0.698 | -0.749 | -0.730 | -0.794 | -0.782 | -0.794 | 0.588 | -0.725 | -0.701 | -0.511 | -0.722 | -0.762 | 1.000 | 1.000 | -0.758 | -0.042 | -0.755 | 0.588 | -0.794 |
| sma_60 | 0.908 | 0.963 | 0.963 | 0.964 | 0.939 | 0.964 | -0.842 | 0.969 | 0.902 | 0.851 | 0.936 | 0.963 | -0.758 | -0.758 | 1.000 | 0.479 | 0.951 | -0.842 | 0.964 |
| sma_7 | 0.636 | 0.554 | 0.571 | 0.406 | 0.442 | 0.406 | -0.370 | 0.575 | 0.598 | 0.796 | 0.373 | 0.402 | -0.042 | -0.042 | 0.479 | 1.000 | 0.387 | -0.370 | 0.406 |
| target | 0.863 | 0.937 | 0.913 | 0.988 | 0.963 | 0.988 | -0.755 | 0.918 | 0.877 | 0.738 | 0.985 | 0.982 | -0.755 | -0.755 | 0.951 | 0.387 | 1.000 | -0.755 | 0.988 |
| volume | -0.648 | -0.730 | -0.816 | -0.782 | -0.721 | -0.782 | 1.000 | -0.819 | -0.628 | -0.596 | -0.752 | -0.713 | 0.588 | 0.588 | -0.842 | -0.370 | -0.755 | 1.000 | -0.782 |
| window_start_ms | 0.908 | 0.963 | 0.939 | 1.000 | 0.988 | 1.000 | -0.782 | 0.938 | 0.921 | 0.766 | 0.954 | 0.982 | -0.794 | -0.794 | 0.964 | 0.406 | 0.988 | -0.782 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| window_start_ms | open | high | low | close | target | volume | sma_7 | sma_14 | sma_21 | sma_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv_7 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1746613860000 | 1746613860000 | 96880.10 | 96880.10 | 96880.00 | 96880.10 | 96883.20 | 0.09 | 96894.16 | 96907.36 | 96912.31 | 96931.73 | 0.48 | 2.77 | 23.21 | 49.80 | -11.43 | -8.86 | -2.58 | 0.09 |
| 1746613920000 | 1746613920000 | 96880.00 | 96880.10 | 96880.00 | 96880.10 | 96903.90 | 0.18 | 96888.30 | 96904.44 | 96910.31 | 96931.71 | 0.48 | 2.77 | 8.00 | 49.80 | -11.16 | -8.76 | -2.41 | 0.18 |
| 1746613980000 | 1746613980000 | 96880.10 | 96880.10 | 96878.50 | 96880.10 | 96923.30 | 0.38 | 96883.60 | 96901.59 | 96908.31 | 96931.71 | 0.60 | 2.83 | 8.00 | 50.02 | -10.57 | -8.55 | -2.02 | 0.38 |
| 1746614040000 | 1746614040000 | 96880.10 | 96880.10 | 96880.00 | 96880.00 | 96939.70 | 0.05 | 96880.11 | 96898.71 | 96906.30 | 96931.88 | 0.81 | 2.59 | 7.98 | 51.78 | -9.78 | -7.40 | -2.38 | 0.05 |
| 1746614100000 | 1746614100000 | 96880.10 | 96883.20 | 96880.10 | 96883.20 | 96939.70 | 0.12 | 96880.54 | 96896.06 | 96904.45 | 96931.93 | 89.47 | 9.23 | 13.35 | 50.53 | -8.58 | -6.65 | -1.93 | 0.12 |
| 1746614160000 | 1746614160000 | 96883.10 | 96883.20 | 96883.10 | 96883.20 | 96939.70 | 0.01 | 96880.96 | 96893.41 | 96902.46 | 96931.98 | 89.19 | 9.23 | 8.71 | 50.53 | -7.48 | -5.85 | -1.63 | 0.01 |
| 1746614220000 | 1746614220000 | 96883.20 | 96903.90 | 96883.20 | 96903.90 | 96947.00 | 0.09 | 96884.37 | 96892.19 | 96901.65 | 96932.37 | 99.59 | 36.95 | 37.30 | 53.98 | -4.10 | -5.12 | 1.02 | 0.09 |
| 1746614280000 | 1746614280000 | 96903.90 | 96923.40 | 96903.90 | 96923.30 | 96981.70 | 0.04 | 96890.54 | 96892.35 | 96901.76 | 96933.09 | 99.77 | 51.30 | 51.33 | 56.82 | 0.52 | -4.52 | 5.04 | 0.04 |
| 1746614340000 | 1746614340000 | 96923.40 | 96939.80 | 96923.30 | 96939.70 | 96999.90 | 0.02 | 96899.06 | 96893.68 | 96902.65 | 96934.08 | 99.83 | 59.19 | 59.07 | 58.94 | 5.46 | -3.61 | 9.07 | 0.02 |
| 1746614400000 | 1746614400000 | 96939.80 | 96939.80 | 96939.70 | 96939.70 | 97000.00 | 0.01 | 96907.57 | 96895.59 | 96903.58 | 96935.07 | 99.83 | 64.34 | 59.59 | 58.94 | 8.52 | -2.64 | 11.15 | 0.01 |
| window_start_ms | open | high | low | close | target | volume | sma_7 | sma_14 | sma_21 | sma_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv_7 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1746613860000 | 1746613860000 | 96880.10 | 96880.10 | 96880.00 | 96880.10 | 96883.20 | 0.09 | 96894.16 | 96907.36 | 96912.31 | 96931.73 | 0.48 | 2.77 | 23.21 | 49.80 | -11.43 | -8.86 | -2.58 | 0.09 |
| 1746613920000 | 1746613920000 | 96880.00 | 96880.10 | 96880.00 | 96880.10 | 96903.90 | 0.18 | 96888.30 | 96904.44 | 96910.31 | 96931.71 | 0.48 | 2.77 | 8.00 | 49.80 | -11.16 | -8.76 | -2.41 | 0.18 |
| 1746613980000 | 1746613980000 | 96880.10 | 96880.10 | 96878.50 | 96880.10 | 96923.30 | 0.38 | 96883.60 | 96901.59 | 96908.31 | 96931.71 | 0.60 | 2.83 | 8.00 | 50.02 | -10.57 | -8.55 | -2.02 | 0.38 |
| 1746614040000 | 1746614040000 | 96880.10 | 96880.10 | 96880.00 | 96880.00 | 96939.70 | 0.05 | 96880.11 | 96898.71 | 96906.30 | 96931.88 | 0.81 | 2.59 | 7.98 | 51.78 | -9.78 | -7.40 | -2.38 | 0.05 |
| 1746614100000 | 1746614100000 | 96880.10 | 96883.20 | 96880.10 | 96883.20 | 96939.70 | 0.12 | 96880.54 | 96896.06 | 96904.45 | 96931.93 | 89.47 | 9.23 | 13.35 | 50.53 | -8.58 | -6.65 | -1.93 | 0.12 |
| 1746614160000 | 1746614160000 | 96883.10 | 96883.20 | 96883.10 | 96883.20 | 96939.70 | 0.01 | 96880.96 | 96893.41 | 96902.46 | 96931.98 | 89.19 | 9.23 | 8.71 | 50.53 | -7.48 | -5.85 | -1.63 | 0.01 |
| 1746614220000 | 1746614220000 | 96883.20 | 96903.90 | 96883.20 | 96903.90 | 96947.00 | 0.09 | 96884.37 | 96892.19 | 96901.65 | 96932.37 | 99.59 | 36.95 | 37.30 | 53.98 | -4.10 | -5.12 | 1.02 | 0.09 |
| 1746614280000 | 1746614280000 | 96903.90 | 96923.40 | 96903.90 | 96923.30 | 96981.70 | 0.04 | 96890.54 | 96892.35 | 96901.76 | 96933.09 | 99.77 | 51.30 | 51.33 | 56.82 | 0.52 | -4.52 | 5.04 | 0.04 |
| 1746614340000 | 1746614340000 | 96923.40 | 96939.80 | 96923.30 | 96939.70 | 96999.90 | 0.02 | 96899.06 | 96893.68 | 96902.65 | 96934.08 | 99.83 | 59.19 | 59.07 | 58.94 | 5.46 | -3.61 | 9.07 | 0.02 |
| 1746614400000 | 1746614400000 | 96939.80 | 96939.80 | 96939.70 | 96939.70 | 97000.00 | 0.01 | 96907.57 | 96895.59 | 96903.58 | 96935.07 | 99.83 | 64.34 | 59.59 | 58.94 | 8.52 | -2.64 | 11.15 | 0.01 |